AI beginners books for coding
Introduction to statistical learning is sort of a resource for the tools that go into AI programming, with some exercises in R. 

Elements of statistical learning is the more scientific and math / theory heavy version of ISL. I’m reading that one now. 

They are both freely available from Stanford online at the links above.